Spike sorting comparison - results table for JW long signals using optimized parameters*

*Parameters for each signal were optimized on the first half of a signal and then evaluated on the other half - only results from the other (i.e. evaluation) half of a signal are shown in the table.

Signal name Length [s] Noise level # Neurons # Spikes AMI score Parameters
WaveClus KlustaKwik OSort
M10_S2_n0.05.mat 30 0.04 2 339 1.00 1.00 0.93 show
M10_S2_n0.15.mat 30 0.25 2 339 0.93 0.90 0.57 show
M10_S2_n0.1.mat 30 0.13 2 339 0.00 1.00 0.85 show
M10_S2_n0.2.mat 30 0.38 2 339 0.00 0.02 0.16 show
M10_S2_n0.3.mat 30 0.59 2 339 -0.00 -0.00 0.01 show
M10_S3_n0.05.mat 30 0.03 3 389 1.00 0.95 0.74 show
M10_S3_n0.15.mat 30 0.22 3 389 0.38 0.00 0.06 show
M10_S3_n0.1.mat 30 0.11 3 389 0.91 0.65 0.00 show
M10_S3_n0.2.mat 30 0.33 3 389 0.33 -0.00 0.11 show
M10_S3_n0.3.mat 30 0.51 3 389 0.00 0.00 0.02 show
M10_S4_n0.05.mat 30 0.03 4 1433 0.57 0.82 0.72 show
M10_S4_n0.15.mat 30 0.19 4 1433 0.71 0.28 0.19 show
M10_S4_n0.1.mat 30 0.10 4 1433 0.89 0.67 0.27 show
M10_S4_n0.2.mat 30 0.30 4 1433 0.14 0.01 0.07 show
M10_S4_n0.3.mat 30 0.49 4 1433 0.10 0.00 0.02 show
M10_S5_n0.05.mat 30 0.03 5 593 0.95 0.74 0.66 show
M10_S5_n0.15.mat 30 0.24 5 593 0.24 0.00 0.19 show
M10_S5_n0.1.mat 30 0.12 5 593 0.45 0.62 0.50 show
M10_S5_n0.2.mat 30 0.36 5 593 0.00 0.00 0.11 show
M10_S5_n0.3.mat 30 0.57 5 593 0.00 -0.00 0.01 show
M10_S6_n0.05.mat 30 0.03 6 1697 0.62 0.71 0.72 show
M10_S6_n0.15.mat 30 0.21 6 1697 0.40 0.35 0.33 show
M10_S6_n0.1.mat 30 0.10 6 1697 0.52 0.49 0.44 show
M10_S6_n0.2.mat 30 0.32 6 1697 0.00 0.35 0.11 show
M10_S6_n0.3.mat 30 0.51 6 1697 0.00 0.01 0.04 show
M10_S7_n0.05.mat 30 0.03 7 1426 0.69 0.66 0.66 show
M10_S7_n0.15.mat 30 0.21 7 1426 0.00 -0.00 0.13 show
M10_S7_n0.1.mat 30 0.10 7 1426 0.38 0.60 0.20 show
M10_S7_n0.2.mat 30 0.32 7 1426 0.14 -0.00 0.03 show
M10_S7_n0.3.mat 30 0.52 7 1426 0.01 0.00 0.02 show
M10_S8_n0.05.mat 30 0.03 8 1873 0.22 0.61 0.62 show
M10_S8_n0.15.mat 30 0.20 8 1873 0.33 0.24 0.12 show
M10_S8_n0.1.mat 30 0.10 8 1873 0.25 0.25 0.19 show
M10_S8_n0.2.mat 30 0.31 8 1873 0.00 0.01 0.05 show
M10_S8_n0.3.mat 30 0.51 8 1873 0.00 0.01 0.02 show
M10_S9_n0.05.mat 30 0.02 9 1964 0.51 0.59 0.61 show
M10_S9_n0.15.mat 30 0.17 9 1964 0.25 0.19 0.23 show
M10_S9_n0.1.mat 30 0.09 9 1964 0.30 0.49 0.31 show
M10_S9_n0.2.mat 30 0.27 9 1964 0.00 0.19 0.13 show
M10_S9_n0.3.mat 30 0.45 9 1964 0.00 0.00 0.01 show